Probability Logics
Springer International Publishing (Verlag)
978-3-319-47011-5 (ISBN)
The aim of this book is to provide an introduction to probability logic-based formalization of uncertain reasoning. The authors' primary interest is mathematical techniques for infinitary probability logics used to obtain results about proof-theoretical and model-theoretical issues such as axiomatizations, completeness, compactness, and decidability, including solutions of some problems from the literature.
An extensive bibliography is provided to point to related work, and this book may serve as a basis for further research projects, as a reference for researchers using probability logic, and also as a textbook for graduate courses in logic.
Introduction, Historical Background.- Syntax and Semantics of Probability Logics.- Completeness.- Decidability.- Heuristic Procedure for Satisfiability Checking.- Qualitative Probabilities.- Probability Functions.- Intuitionistic, Temporal, First-Order Logic.- Conditional Probabilities.- Probabilistic Approach to Default Reasoning.- Reasoning About Evidence.- Measuring Knowledge Inconsistency.
"This is a book that presents a logical view of probabilistic inference and, despite its biases and choice of presentation, should be of interest for students and researchers who are interested in such a foundational view of the interactions of logic and probabilities." (Computing Reviews, June, 2017)
| Erscheinungsdatum | 13.11.2016 |
|---|---|
| Zusatzinfo | XI, 215 p. 5 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Schlagworte | Artificial Intelligence • artificial intelligence (incl. robotics) • Computer Science • Default reasoning • First-Order Logic • Knowledge Inconsistency • Logic • Mathematical Foundations • Mathematical Logic • Mathematical logic and formal languages • Mathematical Logic and Foundations • Mathematical theory of computation • Philosophy: logic • Probability functions • Probability Logic • Real-World Reasoning • Robotics • satisfiability checking • spatiotemporal reasoning • uncertain reasoning |
| ISBN-10 | 3-319-47011-6 / 3319470116 |
| ISBN-13 | 978-3-319-47011-5 / 9783319470115 |
| Zustand | Neuware |
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